Welcome to my profile page! My name is Michał Dyczko, living in Warsaw/Poland.

I work as a Full-Stack Web Developer specialized in Django. By training, I am a Machine Learning Engineer focused on deep learning, doing my research in Computer Vision, in Learned Image Compression specifically.

Here is my main technological stack:

• pytorch-parametrizations - Implementation of Sadam introduced in the paper "Efficient Nonlinear Transforms for Lossy Image Compression" by Johannes Ballé, PCS 2018.
• pytorch-smartcrop - SmartCrop PyTorch torchvision-like transform based on libvips algorithm.
• gradientnorm-autoclipper - Automatic gradient norm clipping inspired by the paper "AutoClip: Adaptive Gradient Clipping for Source Separation Networks" (https://arxiv.org/abs/2007.14469)